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+20
@@ -0,0 +1,20 @@
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# Docker 环境变量(按需修改)
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# 复制为 .env 后使用: cp env.example .env
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# ---- GPU 架构(按你的显卡修改)----
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# gfx1201 = RX 9070 / 9070 XT / 9070 GRE
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# gfx1200 = RX 9060 XT / 9060 XT LP
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# gfx1100 = RX 7900 XTX / XT / GRE
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# gfx1101 = RX 7800 XT / 7700 XT
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# gfx1030 = RX 6950 / 6900 / 6800 系列
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ARCH=gfx1201
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# ---- 目录挂载 ----
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INPUT_DIR=./data/input
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OUTPUT_DIR=./data/output
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MODEL_DIR=./data/models
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MIOPEN_CACHE=./data/miopen
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# ---- 模型下载源 ----
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# huggingface(默认,需科学上网)或 modelscope(国内可用)
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MINERU_MODEL_SOURCE=modelscope
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+12
-12
@@ -15,7 +15,7 @@ ARG TORCH_INDEX=https://download.pytorch.org/whl/rocm7.2
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ARG GIT_PROXY=http://127.0.0.1:8118
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# -- 国内镜像 ----------------------------------------------------------------
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ARG PIP_INDEX=https://pypi.tuna.tsinghua.edu.cn/simple
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ARG PIP_INDEX=https://mirrors.aliyun.com/pypi/simple
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# -- 环境变量 ---------------------------------------------------------------
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ENV DEBIAN_FRONTEND=noninteractive \
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@@ -95,10 +95,10 @@ RUN python${PYTHON_VER} -m venv ${VENV} && \
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mkdir -p /root/.pip && \
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echo "[global]" > /root/.pip/pip.conf && \
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echo "index-url = ${PIP_INDEX}" >> /root/.pip/pip.conf && \
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${VENV}/bin/pip install --no-cache-dir -U pip setuptools wheel && \
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${VENV}/bin/pip install -U pip setuptools wheel && \
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# PyTorch ROCm wheels 在海外 CDN,通过代理下载
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export http_proxy=${GIT_PROXY} https_proxy=${GIT_PROXY} && \
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${VENV}/bin/pip install --no-cache-dir --pre \
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${VENV}/bin/pip install --pre \
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torch==2.11.0+rocm7.2 \
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torchvision \
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pytorch-triton-rocm \
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@@ -120,7 +120,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
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# ===========================================================================
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RUN if [ -d /opt/rocm/share/amd_smi ]; then \
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cp -r /opt/rocm/share/amd_smi /opt/amd_smi && \
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cd /opt/amd_smi && ${VENV}/bin/pip install --no-cache-dir . --no-build-isolation && \
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cd /opt/amd_smi && ${VENV}/bin/pip install . --no-build-isolation && \
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echo "amdsmi installed."; \
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else \
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echo "amdsmi source not found, skipping."; \
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@@ -132,8 +132,8 @@ RUN if [ -d /opt/rocm/share/amd_smi ]; then \
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COPY aiter/ /opt/aiter/
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COPY flash-attention/ /opt/flash-attention/
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RUN set -ex && \
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${VENV}/bin/pip install --no-cache-dir -e /opt/aiter && \
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${VENV}/bin/pip install --no-cache-dir --no-build-isolation -e /opt/flash-attention && \
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${VENV}/bin/pip install -e /opt/aiter && \
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${VENV}/bin/pip install --no-build-isolation -e /opt/flash-attention && \
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${VENV}/bin/python -c "import torch; v=torch.__version__; assert 'rocm' in v, f'PyTorch overwritten: {v}'; print('PyTorch OK:', v)"
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# ===========================================================================
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@@ -141,7 +141,7 @@ RUN set -ex && \
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# ===========================================================================
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COPY vllm/ /opt/vllm/
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RUN set -ex && \
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${VENV}/bin/pip install --no-cache-dir -U \
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${VENV}/bin/pip install -U \
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"setuptools>=77.0.3" setuptools_scm setuptools_rust wheel && \
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cd /opt/vllm && \
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if [ -f csrc/mamba/mamba_ssm/selective_scan.h ]; then \
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@@ -277,12 +277,12 @@ COPY scripts/cache_warmer.py /opt/cache_warmer.py
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# 阶段 8b:安装 vllm + 平台补丁 + 验证
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# ===========================================================================
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RUN set -ex && \
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cd /opt/vllm && ${VENV}/bin/pip install --no-cache-dir -e . --no-build-isolation && \
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${VENV}/bin/pip install --no-cache-dir regex && \
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cd /opt/vllm && ${VENV}/bin/pip install -e . --no-build-isolation && \
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${VENV}/bin/pip install regex && \
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${VENV}/bin/python /opt/patch_vllm_platform.py && \
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${VENV}/bin/python -c "import torch; v=torch.__version__; assert 'rocm' in v, f'PyTorch overwritten: {v}'; print('PyTorch OK:', v)" && \
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${VENV}/bin/pip uninstall -y triton triton-rocm 2>/dev/null; \
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${VENV}/bin/pip install --no-cache-dir --force-reinstall \
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${VENV}/bin/pip install --force-reinstall \
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torch==2.11.0+rocm7.2 torchvision pytorch-triton-rocm \
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--index-url ${TORCH_INDEX} && \
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${VENV}/bin/python -c "import vllm; print('vllm import OK:', vllm.__version__)" && \
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@@ -292,13 +292,13 @@ RUN set -ex && \
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# 阶段 9:安装 MinerU + RDNA 适配补丁 + PyTorch 恢复
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# ===========================================================================
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RUN set -ex && \
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${VENV}/bin/pip install --no-cache-dir 'mineru[core]' && \
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${VENV}/bin/pip install 'mineru[core]' && \
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${VENV}/bin/python /opt/apply_mineru_patches.py && \
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# mineru[core] 会把 ROCm PyTorch 替换成 CUDA 版 + 安装 CUDA triton
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# 必须先卸载 CUDA triton,再装回 ROCm 版
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${VENV}/bin/pip uninstall -y triton triton-rocm 2>/dev/null; \
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export http_proxy=${GIT_PROXY} https_proxy=${GIT_PROXY} && \
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${VENV}/bin/pip install --no-cache-dir --force-reinstall \
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${VENV}/bin/pip install --force-reinstall \
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torch==2.11.0+rocm7.2 torchvision pytorch-triton-rocm \
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--index-url ${TORCH_INDEX} && \
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${VENV}/bin/python -c "import triton.language; print('triton OK')" && \
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+74
-60
@@ -4,41 +4,7 @@
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# =============================================================================
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services:
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# --- CLI 模式(默认)---
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mineru:
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image: mineru-rocm:7.2.1
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build:
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context: .
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dockerfile: Dockerfile
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network: host
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args:
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ARCH: gfx1201
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GIT_PROXY: http://127.0.0.1:8118
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profiles: ["cli"]
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container_name: mineru-rocm
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stdin_open: true
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tty: true
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ipc: host
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devices:
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- /dev/kfd
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- /dev/dri
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security_opt:
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- seccomp=unconfined
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group_add:
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- video
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environment:
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- MINERU_MODEL_SOURCE=${MINERU_MODEL_SOURCE:-huggingface}
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- HF_HUB_CACHE=${HF_HUB_CACHE:-/opt/models/huggingface}
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- MODELSCOPE_CACHE=${MODELSCOPE_CACHE:-/opt/models/modelscope}
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volumes:
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- ${INPUT_DIR:-./data/input}:/data/input:ro
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- ${OUTPUT_DIR:-./data/output}:/data/output
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- ${MODEL_DIR:-./data/models}:/opt/models
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- ${MIOPEN_CACHE:-./data/miopen}:/root/.cache/miopen
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command: bash
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restart: "no"
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# --- WebUI(Gradio)---
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# --- WebUI 前端 ---
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gradio:
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image: mineru-rocm:7.2.1
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profiles: ["gradio"]
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@@ -48,13 +14,6 @@ services:
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ipc: host
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ports:
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- "10002:7860"
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devices:
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- /dev/kfd
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- /dev/dri
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security_opt:
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- seccomp=unconfined
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group_add:
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- video
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environment:
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- MINERU_MODEL_SOURCE=${MINERU_MODEL_SOURCE:-huggingface}
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- HF_HUB_CACHE=${HF_HUB_CACHE:-/opt/models/huggingface}
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@@ -63,33 +22,88 @@ services:
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- ${INPUT_DIR:-./data/input}:/data/input:ro
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- ${OUTPUT_DIR:-./data/output}:/data/output
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- ${MODEL_DIR:-./data/models}:/opt/models
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- ${MIOPEN_CACHE:-./data/miopen}:/root/.cache/miopen
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command: ["mineru-gradio --server-name 0.0.0.0 --server-port 7860"]
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command:
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[
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"mineru-gradio",
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"--server-name", "0.0.0.0",
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"--server-port", "7860",
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"--api-url", "http://mineru-router:8000",
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]
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depends_on:
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- router
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# --- API 服务 ---
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api:
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# --- 双卡 Worker(GPU 算力,无 profile,始终可用)---
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worker0:
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image: mineru-rocm:7.2.1
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profiles: ["api"]
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container_name: mineru-api
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container_name: mineru-worker0
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stdin_open: true
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tty: true
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ipc: host
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devices:
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- /dev/kfd
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- /dev/dri
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security_opt:
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- seccomp=unconfined
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group_add:
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- video
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environment:
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- HIP_VISIBLE_DEVICES=0
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- MINERU_MODEL_SOURCE=${MINERU_MODEL_SOURCE:-huggingface}
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- HF_HUB_CACHE=${HF_HUB_CACHE:-/opt/models/huggingface}
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- MODELSCOPE_CACHE=${MODELSCOPE_CACHE:-/opt/models/modelscope}
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volumes:
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- ${INPUT_DIR:-./data/input}:/data/input:ro
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- ${OUTPUT_DIR:-./data/output}:/data/output
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- ${MODEL_DIR:-./data/models}:/opt/models
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- ${MIOPEN_CACHE:-./data/miopen}:/root/.cache/miopen
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command: ["mineru-api", "--host", "0.0.0.0", "--port", "8001"]
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worker1:
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image: mineru-rocm:7.2.1
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container_name: mineru-worker1
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stdin_open: true
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tty: true
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ipc: host
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devices:
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- /dev/kfd
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- /dev/dri
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security_opt:
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- seccomp=unconfined
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group_add:
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- video
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environment:
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- HIP_VISIBLE_DEVICES=1
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- MINERU_MODEL_SOURCE=${MINERU_MODEL_SOURCE:-huggingface}
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- HF_HUB_CACHE=${HF_HUB_CACHE:-/opt/models/huggingface}
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- MODELSCOPE_CACHE=${MODELSCOPE_CACHE:-/opt/models/modelscope}
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volumes:
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- ${INPUT_DIR:-./data/input}:/data/input:ro
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- ${OUTPUT_DIR:-./data/output}:/data/output
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- ${MODEL_DIR:-./data/models}:/opt/models
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- ${MIOPEN_CACHE:-./data/miopen}:/root/.cache/miopen
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command: ["mineru-api", "--host", "0.0.0.0", "--port", "8002"]
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router:
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image: mineru-rocm:7.2.1
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container_name: mineru-router
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stdin_open: true
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tty: true
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ipc: host
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ports:
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- "8000:8000"
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devices:
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- /dev/kfd
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- /dev/dri
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security_opt:
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- seccomp=unconfined
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group_add:
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- video
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environment:
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- MINERU_MODEL_SOURCE=${MINERU_MODEL_SOURCE:-huggingface}
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- HF_HUB_CACHE=${HF_HUB_CACHE:-/opt/models/huggingface}
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- MODELSCOPE_CACHE=${MODELSCOPE_CACHE:-/opt/models/modelscope}
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volumes:
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- ${INPUT_DIR:-./data/input}:/data/input:ro
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- ${OUTPUT_DIR:-./data/output}:/data/output
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- ${MODEL_DIR:-./data/models}:/opt/models
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- ${MIOPEN_CACHE:-./data/miopen}:/root/.cache/miopen
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command: ["mineru-api --host 0.0.0.0 --port 8000"]
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command:
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[
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"mineru-router",
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"--api-urls",
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"http://mineru-worker0:8001,http://mineru-worker1:8002",
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"--host", "0.0.0.0",
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"--port", "8000",
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]
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depends_on:
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- worker0
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- worker1
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